Scale AI — All Guides
Scale AI helps enterprises build, test, and improve AI systems with training data, model evaluation, and deployment tools. It is best for teams that need reliable AI workflows at scale.
Guides & Articles
OpenAI’s Sam Altman softens his warning on an AI job apocalypse
OpenAI CEO Sam Altman now says he doesn’t expect an AI-driven “jobs apocalypse” as quickly as once feared. This article breaks down what his shift means, why sk…
Inside Flip: the vertical AI voice agent powering $12M+ in ARR
Flip is an AI voice agent that automates customer support calls for transportation, retail, and healthcare companies. After pivoting from a college ride-sharing…
Software fundamentals matter more than ever in the age of AI coding
AI can write huge amounts of code, but without solid software fundamentals your codebase quickly turns into unmaintainable chaos. This guide shows how classic p…
This is your last chance to get rich before AI replaces you
AI is about to split the economy in two: people who own assets and systems will get richer, while those relying only on a paycheck risk being left behind. Here’…
How Ilya Sutskever helped ignite the modern AI revolution
From AlexNet to GPT, Ilya Sutskever has been at the center of the biggest breakthroughs in modern AI. This article traces his journey, the ideas behind his work…
Why Anil Seth thinks today’s AI will never be conscious
Neuroscientist Anil Seth argues that intelligence and consciousness are fundamentally different — and that today’s silicon-based AI is extremely unlikely to eve…
How to build a real-time voice AI agent with Gemini Live API
Learn how to build a real-time, interruptible voice AI agent using Gemini Live API. We’ll cover the core architecture, the streaming loop, and the three key con…
Vibe coding is dead: why AI won’t replace real software engineering
“Vibe coding” promised that anyone could build apps just by chatting with an AI. A year later, the hype has crashed into reality. Here’s why AI won’t replace re…
Everything Microsoft announced about AI, agents, and PCs at Build 2026
Microsoft’s Build 2026 keynote was all about “frontier intelligence” – from AI PCs and Windows dev tools to cloud-scale agent runtimes, new MAI models, and even…
Seedance 2.5 is now unlimited: how to turn ideas into full AI videos
Seedance 2.5 is a major leap in AI video generation, offering up to 30-second, 1080p clips with consistent characters, environments, and built-in sound. Here’s …
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Claude Opus 4.8 - Claude Opus 4.8 is Anthropic's most advanced AI model, excelling at coding, reasoning, writing, and agentic tasks. Avail…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Playground OpenAI - OpenAI Playground lets you test prompts, compare models, and explore text, image, and other AI workflows in one place. I…
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Claude Code - Claude Code is an AI coding assistant from Anthropic that helps you read, edit, test, and automate work across a codebas…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Llama 3.2 - Llama 3.2 is Meta’s open model family for text and vision tasks. It’s built for developers, researchers, and teams that …
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NVIDIA Cosmos - NVIDIA Cosmos is a physical AI platform for generating and reasoning about real-world video and simulation data. It is b…
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Aardvark - Aardvark is OpenAI’s AI security researcher that scans codebases for vulnerabilities and suggests fixes. It is built for…